The International 10 (2021) · BO3
result vs predictionseries probability
72%28%
probability at match start · final 2:0
The prediction was locked in using data as of the match start: hero winrates, form and head-to-head were computed only from games before it began. This is how the model's honest accuracy is verified.
Teams' go-to heroes · 6 months
Who plays what and how often they win. "Signature" — from 6 games with a 60%+ winrate: such a pick statistically raises the win chance.
LGD Gaming
Snapfiresignature
XinQ · 28 games
Pangoliersignature
Xiao8 · 26 games
Elder Titansignature
y` · 24 games
Leshracsignature
NothingToSay · 22 games
Magnussignature
NothingToSay · 20 games
Enchantresssignature
y` · 19 games
Faceless Voidsignature
Ame · 19 games
Sand Kingsignature
Faith_bian · 17 games
Virtus.pro
Lionsignature
Save- · 20 games
Winter Wyvernsignature
1ls · 14 games
Timbersawsignature
DM · 10 games
Enchantresssignature
Save- · 9 games
Phoenixsignature
1ls · 9 games
Tinysignature
gpK~ · 9 games
Ancient Apparitionsignature
1ls · 8 games
Pucksignature
gpK~ · 8 games
Patch meta · 3 months
The most picked heroes of the pro scene and their winrate. Picking a meta hero adds points to the team in the model.
Lion
306 picks · 178 bans
Mars
294 picks · 406 bans
Lina
279 picks · 568 bans
Pangolier
259 picks · 367 bans
Shadow Demon
249 picks · 254 bans
Tidehunter
245 picks · 416 bans
Hoodwink
242 picks · 88 bans
Void Spirit
231 picks · 256 bans
Prediction components
Form (series winrate)71% vs 67%
Hero pool strength54% LGD Gaming
Head-to-head2 – 1
Model total72% LGD Gaming
Prediction by game vs result
Probabilities were locked in using statistics as of the match start: the draft was assessed by hero comfort, counter-picks and late-game potential. We compare against the actual result.
Game 1prediction correct34:20
LGD Gaming 61%Virtus.pro 39%
The model gave 61% on LGD Gaming — the game was taken by LGD Gaming in 43:26.
Expected value against opponent's pick · 12 mo
LunaAme
Ember SpiritgpK~
KunkkaNothingToSay
BristlebackNightfall
TidehunterFaith_bian
EarthshakerDM
DawnbreakerXinQ
BaneSave-
Visagey`
Silencer1ls
Game 2prediction correct24:8
LGD Gaming 62%Virtus.pro 38%
The model gave 62% on LGD Gaming — the game was taken by LGD Gaming in 26:49.
Expected value against opponent's pick · 12 mo
KunkkaNothingToSay
TinyNightfall
Monkey KingAme
Void SpiritgpK~
NecrophosFaith_bian
Dark SeerDM
Winter WyvernXinQ
Io1ls
Oracley`
Earth SpiritSave-
Model check result
Model favoriteLGD Gaming · 72%
Series resultLGD Gaming 2:0
Series predictioncorrect
Accuracy by game2 of 2